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Business analytics : methods, models, and decisions / 2nd ed., global ed

Business analytics : methods, models, and decisions / 2nd ed., global ed

Material type
단행본
Personal Author
Evans, James R. (James Robert), 1950-.
Title Statement
Business analytics : methods, models, and decisions / James R. Evans.
판사항
2nd ed., global ed.
Publication, Distribution, etc
Harlow, Essex, England :   Pearson education Limited,   c2017.  
Physical Medium
652 p. : ill. (chiefly col.) ; 26 cm.
ISBN
9781292095448 129209544X
General Note
Includes index.  
Content Notes
Preface -- About the author -- Foundations of business analytics -- Introduction to business analytics -- Analytics on spreadsheets -- Descriptive analytics -- Visualizing and exploring data -- Descriptive statistical measures -- Probability distributions and data modeling -- Sampling and estimation -- Statistical inference -- Predictive analytics -- Predictive modeling and analysis -- Regression analysis -- Forecasting techniques -- Simulation and risk analysis -- Introduction to data mining -- Prescriptive analytics -- Linear optimization -- Applications of linear optimization -- Integer optimization -- Nonlinear and non-smooth optimization -- Optimization models with uncertainty -- Making decision -- Decision analysis -- Appendix A -- Appendix B -- Glossary -- Index.
Subject Added Entry-Topical Term
Business planning. Strategic planning. Industrial management --Statistical methods.
000 00000nam u2200205 a 4500
001 000046010633
005 20191230194733
008 191230s2017 enka 001 0 eng d
020 ▼a 9781292095448
020 ▼a 129209544X
040 ▼a 211009 ▼c 211009 ▼d 211009
082 0 0 ▼a 658.4/01 ▼2 23
084 ▼a 658.401 ▼2 DDCK
090 ▼a 658.401 ▼b E92b2
100 1 ▼a Evans, James R. ▼q (James Robert), ▼d 1950-.
245 1 0 ▼a Business analytics : ▼b methods, models, and decisions / ▼c James R. Evans.
250 ▼a 2nd ed., global ed.
260 ▼a Harlow, Essex, England : ▼b Pearson education Limited, ▼c c2017.
300 ▼a 652 p. : ▼b ill. (chiefly col.) ; ▼c 26 cm.
500 ▼a Includes index.
505 0 ▼a Preface -- About the author -- Foundations of business analytics -- Introduction to business analytics -- Analytics on spreadsheets -- Descriptive analytics -- Visualizing and exploring data -- Descriptive statistical measures -- Probability distributions and data modeling -- Sampling and estimation -- Statistical inference -- Predictive analytics -- Predictive modeling and analysis -- Regression analysis -- Forecasting techniques -- Simulation and risk analysis -- Introduction to data mining -- Prescriptive analytics -- Linear optimization -- Applications of linear optimization -- Integer optimization -- Nonlinear and non-smooth optimization -- Optimization models with uncertainty -- Making decision -- Decision analysis -- Appendix A -- Appendix B -- Glossary -- Index.
650 0 ▼a Business planning.
650 0 ▼a Strategic planning.
650 0 ▼a Industrial management ▼x Statistical methods.
945 ▼a KLPA

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/Western Books/ Call Number 658.401 E92b2 Accession No. 111820919 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of Contents

Brief Contents



Preface

About the Author



PART 1: Foundations of Business Analytics

1. Introduction to Business Analytics

2. Analytics on Spreadsheets



Part 2: Descriptive Analytics

3. Visualizing and Exploring Data

4. Descriptive Statistical Measures

5. Probability Distributions and Data Modeling

6. Sampling and Estimation

7. Statistical Inference



Part 3: Predictive Analytics

8. Trendlines and Regression Analysis

9. Forecasting Techniques

10. Introduction to Data Mining

11. Spreadsheet Modeling and Analysis

12. Monte Carlo Simulation and Risk Analysis



Part 4: Prescriptive Analytics

13. Linear Optimization

14. Applications of Linear Optimization

15. Integer Optimization

16. Decision Analysis



Supplementary Chapter A (online): Nonlinear and Non-Smooth Optimization

Supplementary Chapter B (online): Optimization Models with Uncertainty



Appendix A

Glossary

Index

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